{"id":"W4283066914","doi":"10.1016/j.chemosphere.2022.135384","title":"Application of magnetic carbon nanocomposite from agro-waste for the removal of pollutants from water and wastewater","year":2022,"lang":"en","type":"review","venue":"Chemosphere","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Universiti Malaysia Kelantan","keywords":"Wastewater; Environmental remediation; Activated carbon; Biochar; Pollutant; Pollution; Bagasse; Environmental pollution; Waste management; Sewage treatment; Environmental science; Adsorption; Contamination; Environmental chemistry; Pyrolysis; Pulp and paper industry; Environmental engineering; Chemistry; Environmental protection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002677617,0.0008262694,0.0009428554,0.001843716,0.0001731522,0.0006499818,0.0005247294,0.0008365705,0.001285984],"category_scores_gemma":[0.0002161536,0.0002613208,0.0003957428,0.001822381,0.0001950989,0.0005676692,0.0003631141,0.0007683043,0.0006204614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003665088,"about_ca_system_score_gemma":0.0004798447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182075,"about_ca_topic_score_gemma":0.002559711,"domain_scores_codex":[0.9998839,0.00001047637,0.000009296794,0.00002403041,0.00005874589,0.00001356823],"domain_scores_gemma":[0.9999115,0.00003125698,0.00002118968,0.000003464185,0.00002453433,0.00000793889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001271337,0.0002262711,0.0001742319,0.02790025,0.0002162541,0.000287243,0.00005015146,0.0007648435,0.04914938,0.002761245,0.01066487,0.9076781],"study_design_scores_gemma":[0.00005115754,0.0005670603,0.0029028,0.00281455,0.0004512143,0.002147987,0.00008115071,0.0007710916,0.04159361,0.001330792,0.9472075,0.00008102017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001405031,0.9968123,0.0003285327,0.0001181641,0.0001124121,0.000006405699,0.00002343058,0.000008224657,0.001185416],"genre_scores_gemma":[0.00739794,0.9898024,0.0005360662,0.0001042381,0.00009203263,0.000009086968,0.00004772787,0.000002569436,0.002007998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001843716,"threshold_uncertainty_score":0.004302025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710211637600283,"score_gpt":0.2378767904929669,"score_spread":0.220774674116964,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}